A machine learning pipeline identifies and tracks storm cells in radar data then classifies their damage risk to electricity grids with random forests or neural networks.
Kalman filtering-based probabilistic nowcasting of object-oriented tracked convective storms
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Short-term prediction of Electricity Outages Caused by Convective Storms
A machine learning pipeline identifies and tracks storm cells in radar data then classifies their damage risk to electricity grids with random forests or neural networks.